Our findings highlight activated molecular pathways, including pro-inflammatory signaling, NADPH oxidase activation, and MAPK family pathways, as well as key cellular processes, such as endothelial dysfunction, SMC phenotypic alteration, and mitochondrial dysfunction, underlying endothelial MerTK-mediated atherosclerosis. Here, FMO5 is linked to atherosclerosis.